Literature DB >> 29141263

Cross-Correlation of Heart Rate and Oxygen Saturation in Very Low Birthweight Infants: Association with Apnea and Adverse Events.

Karen D Fairchild1, Douglas E Lake2.   

Abstract

BACKGROUND: Analysis of subtle vital sign changes could facilitate earlier treatment of acute inflammatory illnesses. We previously showed that high cross-correlation of heart rate and oxygen saturation (XCorr-HR-SpO2) occurs in some very low birthweight (VLBW) infants with sepsis, and hypothesized that this corresponds to apnea.
METHODS: In 629 VLBW infants, we analyzed XCorr-HR-SpO2 in relation to central apnea with bradycardia and desaturation (ABD), BD with or without central apnea (BD), and percent time in periodic breathing (PB) throughout the neonatal intensive care unit (NICU) stay (75 infant-years). We reviewed 100 days with extremely high XCorr-HR-SpO2 (>0.7) and control days for clinical associations. Next, we identified all cases of late-onset septicemia (LOS) and necrotizing enterocolitis (NEC) and analyzed change in XCorr-HR-SpO2 before diagnosis.
RESULTS: Mean XCorr-HR-SpO2 was ∼0.10, and increasing XCorr-HR-SpO2 was associated with increasing ABD, BD, and PB (correlation coefficients >0.93). Days with maximum XCorr-HR-SpO2 >0.7 were more likely to have an adverse event than control days (49% versus 13%). In 93 cases of LOS or NEC, there was a 67% increase in XCorr-HR-SpO2 in the 24-hour period prior to diagnosis compared with the previous day (p < 0.01).
CONCLUSION: High XCorr-HR-SpO2 is associated with apnea and adverse events including LOS and NEC. Thieme Medical Publishers 333 Seventh Avenue, New York, NY 10001, USA.

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Year:  2017        PMID: 29141263      PMCID: PMC6543270          DOI: 10.1055/s-0037-1608709

Source DB:  PubMed          Journal:  Am J Perinatol        ISSN: 0735-1631            Impact factor:   1.862


  11 in total

1.  Early Pulse Oximetry Data Improves Prediction of Death and Adverse Outcomes in a Two-Center Cohort of Very Low Birth Weight Infants.

Authors:  B A Sullivan; A Wallman-Stokes; J Isler; R Sahni; J R Moorman; K D Fairchild; D E Lake
Journal:  Am J Perinatol       Date:  2018-05-28       Impact factor: 1.862

Review 2.  Predicting clinical outcomes using artificial intelligence and machine learning in neonatal intensive care units: a systematic review.

Authors:  Ryan M McAdams; Ravneet Kaur; Yao Sun; Harlieen Bindra; Su Jin Cho; Harpreet Singh
Journal:  J Perinatol       Date:  2022-05-13       Impact factor: 2.521

Review 3.  Vital signs as physiomarkers of neonatal sepsis.

Authors:  Brynne A Sullivan; Karen D Fairchild
Journal:  Pediatr Res       Date:  2021-09-07       Impact factor: 3.756

Review 4.  Artificial and human intelligence for early identification of neonatal sepsis.

Authors:  Brynne A Sullivan; Sherry L Kausch; Karen D Fairchild
Journal:  Pediatr Res       Date:  2022-09-20       Impact factor: 3.953

Review 5.  Data Science for Child Health.

Authors:  Tellen D Bennett; Tiffany J Callahan; James A Feinstein; Debashis Ghosh; Saquib A Lakhani; Michael C Spaeder; Stanley J Szefler; Michael G Kahn
Journal:  J Pediatr       Date:  2019-01-25       Impact factor: 4.406

6.  Dynamic touch reduces physiological arousal in preterm infants: A role for c-tactile afferents?

Authors:  Andrea Manzotti; Francesco Cerritelli; Jorge E Esteves; Gianluca Lista; Erica Lombardi; Simona La Rocca; Alberto Gallace; Francis P McGlone; Susannah C Walker
Journal:  Dev Cogn Neurosci       Date:  2019-08-21       Impact factor: 6.464

7.  The neonatal assessment manual score (NAME) for improving the clinical management of infants: a perspective validity study.

Authors:  Andrea Manzotti; Marco Chiera; Matteo Galli; Erica Lombardi; Simona La Rocca; Pamela Biasi; Jorge Esteves; Gianluca Lista; Francesco Cerritelli
Journal:  Ital J Pediatr       Date:  2021-03-07       Impact factor: 2.638

8.  Discovery of signatures of fatal neonatal illness in vital signs using highly comparative time-series analysis.

Authors:  Justin C Niestroy; J Randall Moorman; Maxwell A Levinson; Sadnan Al Manir; Timothy W Clark; Karen D Fairchild; Douglas E Lake
Journal:  NPJ Digit Med       Date:  2022-01-17

9.  An OpenCV-Based Approach for Automated Cardiac Rhythm Measurement in Zebrafish from Video Datasets.

Authors:  Ali Farhan; Kevin Adi Kurnia; Ferry Saputra; Kelvin H-C Chen; Jong-Chin Huang; Marri Jmelou M Roldan; Yu-Heng Lai; Chung-Der Hsiao
Journal:  Biomolecules       Date:  2021-10-07

Review 10.  Continuous vital sign analysis for predicting and preventing neonatal diseases in the twenty-first century: big data to the forefront.

Authors:  Navin Kumar; Gangaram Akangire; Brynne Sullivan; Karen Fairchild; Venkatesh Sampath
Journal:  Pediatr Res       Date:  2019-08-04       Impact factor: 3.756

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